Overview
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 15000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.6 MiB |
| Average record size in memory | 251.2 B |
Variable types
| Numeric | 9 |
|---|---|
| DateTime | 1 |
| Text | 1 |
| Categorical | 4 |
patient_id is uniformly distributed | Uniform |
pain_level has 1387 (9.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-09 10:39:56.018860 |
|---|---|
| Analysis finished | 2025-12-09 10:40:04.569095 |
| Duration | 8.55 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
patient_id
Real number (ℝ)
Uniform
| Distinct | 500 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.5 |
| Minimum | 1 |
|---|---|
| Maximum | 500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 25.95 |
| Q1 | 125.75 |
| median | 250.5 |
| Q3 | 375.25 |
| 95-th percentile | 475.05 |
| Maximum | 500 |
| Range | 499 |
| Interquartile range (IQR) | 249.5 |
Descriptive statistics
| Standard deviation | 144.34209 |
|---|---|
| Coefficient of variation (CV) | 0.57621593 |
| Kurtosis | -1.2000096 |
| Mean | 250.5 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0 |
| Sum | 3757500 |
| Variance | 20834.639 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 500 | 30 | 0.2% |
| 1 | 30 | 0.2% |
| 2 | 30 | 0.2% |
| 3 | 30 | 0.2% |
| 4 | 30 | 0.2% |
| 5 | 30 | 0.2% |
| 6 | 30 | 0.2% |
| 7 | 30 | 0.2% |
| 8 | 30 | 0.2% |
| 9 | 30 | 0.2% |
| Other values (490) | 14700 |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 2 | 30 | |
| 3 | 30 | |
| 4 | 30 | |
| 5 | 30 | |
| 6 | 30 | |
| 7 | 30 | |
| 8 | 30 | |
| 9 | 30 | |
| 10 | 30 |
| Value | Count | Frequency (%) |
| 500 | 30 | |
| 499 | 30 | |
| 498 | 30 | |
| 497 | 30 | |
| 496 | 30 | |
| 495 | 30 | |
| 494 | 30 | |
| 493 | 30 | |
| 492 | 30 | |
| 491 | 30 |
timestamp
Date
| Distinct | 150 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| Minimum | 2024-03-01 06:00:00 |
|---|---|
| Maximum | 2024-03-30 10:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
oxygen_saturation
Real number (ℝ)
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51496327 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.29357798 |
| Q1 | 0.43119266 |
| median | 0.51496327 |
| Q3 | 0.60550459 |
| 95-th percentile | 0.74311927 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.17431193 |
Descriptive statistics
| Standard deviation | 0.13414318 |
|---|---|
| Coefficient of variation (CV) | 0.26049076 |
| Kurtosis | 0.10675207 |
| Mean | 0.51496327 |
| Median Absolute Deviation (MAD) | 0.083770612 |
| Skewness | -0.025487878 |
| Sum | 7724.4491 |
| Variance | 0.017994392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5149632725 | 763 | 5.1% |
| 0.4862385321 | 403 | 2.7% |
| 0.504587156 | 386 | 2.6% |
| 0.4678899083 | 384 | 2.6% |
| 0.5596330275 | 382 | 2.5% |
| 0.4770642202 | 382 | 2.5% |
| 0.5137614679 | 373 | 2.5% |
| 0.5321100917 | 370 | 2.5% |
| 0.5504587156 | 367 | 2.4% |
| 0.495412844 | 365 | 2.4% |
| Other values (100) | 10825 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.009174311927 | 1 | |
| 0.01834862385 | 1 | |
| 0.03669724771 | 1 | |
| 0.04587155963 | 1 | |
| 0.05504587156 | 2 | |
| 0.06422018349 | 1 | |
| 0.07339449541 | 2 | |
| 0.08256880734 | 2 | |
| 0.09174311927 | 2 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.9908256881 | 1 | < 0.1% |
| 0.9816513761 | 2 | |
| 0.9724770642 | 2 | |
| 0.9633027523 | 2 | |
| 0.9541284404 | 2 | |
| 0.9449541284 | 1 | < 0.1% |
| 0.9357798165 | 1 | < 0.1% |
| 0.9266055046 | 4 | |
| 0.9174311927 | 1 | < 0.1% |
heart_rate
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49286447 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.27631579 |
| Q1 | 0.40789474 |
| median | 0.49286447 |
| Q3 | 0.57894737 |
| 95-th percentile | 0.71052632 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.17105263 |
Descriptive statistics
| Standard deviation | 0.12762965 |
|---|---|
| Coefficient of variation (CV) | 0.25895486 |
| Kurtosis | 0.12179591 |
| Mean | 0.49286447 |
| Median Absolute Deviation (MAD) | 0.084969731 |
| Skewness | 0.024408808 |
| Sum | 7392.967 |
| Variance | 0.016289327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4928644682 | 733 | 4.9% |
| 0.4736842105 | 586 | 3.9% |
| 0.5131578947 | 581 | 3.9% |
| 0.4868421053 | 562 | 3.7% |
| 0.4473684211 | 559 | 3.7% |
| 0.5 | 554 | 3.7% |
| 0.5394736842 | 549 | 3.7% |
| 0.4605263158 | 540 | 3.6% |
| 0.4210526316 | 519 | 3.5% |
| 0.5526315789 | 514 | 3.4% |
| Other values (65) | 9303 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.03947368421 | 1 | < 0.1% |
| 0.05263157895 | 6 | < 0.1% |
| 0.06578947368 | 1 | < 0.1% |
| 0.07894736842 | 3 | < 0.1% |
| 0.09210526316 | 4 | < 0.1% |
| 0.1052631579 | 2 | < 0.1% |
| 0.1184210526 | 9 | |
| 0.1315789474 | 13 | |
| 0.1447368421 | 19 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.9868421053 | 1 | < 0.1% |
| 0.9605263158 | 1 | < 0.1% |
| 0.9473684211 | 1 | < 0.1% |
| 0.9342105263 | 2 | < 0.1% |
| 0.9210526316 | 5 | |
| 0.9078947368 | 4 | |
| 0.8947368421 | 7 | |
| 0.8815789474 | 4 | |
| 0.8684210526 | 8 |
temperature
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54571866 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.36363636 |
| Q1 | 0.45454545 |
| median | 0.54545455 |
| Q3 | 0.63636364 |
| 95-th percentile | 0.75757576 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.18181818 |
Descriptive statistics
| Standard deviation | 0.11939559 |
|---|---|
| Coefficient of variation (CV) | 0.21878598 |
| Kurtosis | 0.18965134 |
| Mean | 0.54571866 |
| Median Absolute Deviation (MAD) | 0.090909091 |
| Skewness | -0.0067113468 |
| Sum | 8185.7799 |
| Variance | 0.014255307 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5454545455 | 1450 | 9.7% |
| 0.5757575758 | 1361 | 9.1% |
| 0.5151515152 | 1361 | 9.1% |
| 0.4848484848 | 1271 | 8.5% |
| 0.6060606061 | 1237 | 8.2% |
| 0.4545454545 | 1037 | 6.9% |
| 0.6363636364 | 1034 | 6.9% |
| 0.4242424242 | 854 | 5.7% |
| 0.6666666667 | 820 | 5.5% |
| 0.5457186613 | 773 | 5.2% |
| Other values (23) | 3802 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.09090909091 | 3 | < 0.1% |
| 0.1212121212 | 3 | < 0.1% |
| 0.1515151515 | 5 | < 0.1% |
| 0.1818181818 | 28 | 0.2% |
| 0.2121212121 | 31 | 0.2% |
| 0.2424242424 | 59 | 0.4% |
| 0.2727272727 | 116 | |
| 0.303030303 | 216 | |
| 0.3333333333 | 286 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 0.9696969697 | 7 | < 0.1% |
| 0.9393939394 | 5 | < 0.1% |
| 0.9090909091 | 10 | 0.1% |
| 0.8787878788 | 43 | 0.3% |
| 0.8484848485 | 64 | 0.4% |
| 0.8181818182 | 110 | 0.7% |
| 0.7878787879 | 219 | |
| 0.7575757576 | 315 | |
| 0.7272727273 | 462 |
systolic_bp
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50590377 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.425 |
| median | 0.50590377 |
| Q3 | 0.5875 |
| 95-th percentile | 0.7125 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1625 |
Descriptive statistics
| Standard deviation | 0.12172115 |
|---|---|
| Coefficient of variation (CV) | 0.24060138 |
| Kurtosis | 0.12239789 |
| Mean | 0.50590377 |
| Median Absolute Deviation (MAD) | 0.080903775 |
| Skewness | -0.010859657 |
| Sum | 7588.5566 |
| Variance | 0.014816038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5059037748 | 721 | 4.8% |
| 0.5125 | 616 | 4.1% |
| 0.4875 | 577 | 3.8% |
| 0.525 | 577 | 3.8% |
| 0.5 | 557 | 3.7% |
| 0.5375 | 543 | 3.6% |
| 0.475 | 542 | 3.6% |
| 0.55 | 520 | 3.5% |
| 0.5875 | 508 | 3.4% |
| 0.45 | 503 | 3.4% |
| Other values (65) | 9336 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.0625 | 1 | < 0.1% |
| 0.075 | 3 | < 0.1% |
| 0.0875 | 2 | < 0.1% |
| 0.1 | 4 | |
| 0.1125 | 4 | |
| 0.125 | 4 | |
| 0.1375 | 5 | |
| 0.15 | 8 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.9625 | 2 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 0.9125 | 3 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.8875 | 3 | < 0.1% |
| 0.875 | 11 | |
| 0.8625 | 17 | |
| 0.85 | 9 | |
| 0.8375 | 18 |
diastolic_bp
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51692482 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.30909091 |
| Q1 | 0.43636364 |
| median | 0.51692482 |
| Q3 | 0.6 |
| 95-th percentile | 0.72727273 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.16363636 |
Descriptive statistics
| Standard deviation | 0.1237728 |
|---|---|
| Coefficient of variation (CV) | 0.23944062 |
| Kurtosis | 0.15441664 |
| Mean | 0.51692482 |
| Median Absolute Deviation (MAD) | 0.080561186 |
| Skewness | -0.015660858 |
| Sum | 7753.8723 |
| Variance | 0.015319706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4909090909 | 814 | 5.4% |
| 0.5090909091 | 812 | 5.4% |
| 0.5454545455 | 797 | 5.3% |
| 0.5272727273 | 792 | 5.3% |
| 0.4727272727 | 768 | 5.1% |
| 0.5636363636 | 740 | 4.9% |
| 0.5169248225 | 738 | 4.9% |
| 0.5818181818 | 729 | 4.9% |
| 0.4545454545 | 721 | 4.8% |
| 0.6 | 657 | 4.4% |
| Other values (44) | 7432 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.07272727273 | 5 | < 0.1% |
| 0.09090909091 | 3 | < 0.1% |
| 0.1090909091 | 3 | < 0.1% |
| 0.1272727273 | 8 | 0.1% |
| 0.1454545455 | 10 | 0.1% |
| 0.1636363636 | 19 | 0.1% |
| 0.1818181818 | 22 | 0.1% |
| 0.2 | 39 | |
| 0.2181818182 | 55 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.9818181818 | 2 | < 0.1% |
| 0.9636363636 | 3 | < 0.1% |
| 0.9454545455 | 1 | < 0.1% |
| 0.9272727273 | 6 | < 0.1% |
| 0.9090909091 | 2 | < 0.1% |
| 0.8909090909 | 8 | 0.1% |
| 0.8727272727 | 24 | |
| 0.8545454545 | 30 | |
| 0.8363636364 | 31 |
weight
Real number (ℝ)
| Distinct | 863 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52305758 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.30505415 |
| Q1 | 0.4368231 |
| median | 0.52305758 |
| Q3 | 0.60830325 |
| 95-th percentile | 0.74187726 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.17148014 |
Descriptive statistics
| Standard deviation | 0.13147569 |
|---|---|
| Coefficient of variation (CV) | 0.25135989 |
| Kurtosis | 0.15749355 |
| Mean | 0.52305758 |
| Median Absolute Deviation (MAD) | 0.085331944 |
| Skewness | -0.008635884 |
| Sum | 7845.8636 |
| Variance | 0.017285858 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5230575762 | 741 | 4.9% |
| 0.5884476534 | 54 | 0.4% |
| 0.5722021661 | 51 | 0.3% |
| 0.5604693141 | 50 | 0.3% |
| 0.5 | 49 | 0.3% |
| 0.4873646209 | 48 | 0.3% |
| 0.535198556 | 48 | 0.3% |
| 0.5496389892 | 47 | 0.3% |
| 0.5902527076 | 47 | 0.3% |
| 0.4963898917 | 46 | 0.3% |
| Other values (853) | 13819 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.003610108303 | 1 | |
| 0.01895306859 | 1 | |
| 0.03339350181 | 2 | |
| 0.04873646209 | 1 | |
| 0.05505415162 | 1 | |
| 0.05776173285 | 1 | |
| 0.06046931408 | 1 | |
| 0.06137184116 | 1 | |
| 0.06588447653 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9963898917 | 1 | |
| 0.9927797834 | 1 | |
| 0.9747292419 | 1 | |
| 0.9720216606 | 1 | |
| 0.9693140794 | 1 | |
| 0.9611913357 | 1 | |
| 0.9503610108 | 1 | |
| 0.9458483755 | 1 | |
| 0.9449458484 | 1 |
blood_glucose
Real number (ℝ)
| Distinct | 138 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54387104 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.34161491 |
| Q1 | 0.46583851 |
| median | 0.54387104 |
| Q3 | 0.62111801 |
| 95-th percentile | 0.74534161 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1552795 |
Descriptive statistics
| Standard deviation | 0.1202551 |
|---|---|
| Coefficient of variation (CV) | 0.22110958 |
| Kurtosis | 0.14338972 |
| Mean | 0.54387104 |
| Median Absolute Deviation (MAD) | 0.078032528 |
| Skewness | -0.055816246 |
| Sum | 8158.0656 |
| Variance | 0.014461288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5438710369 | 752 | 5.0% |
| 0.5652173913 | 305 | 2.0% |
| 0.5590062112 | 297 | 2.0% |
| 0.5155279503 | 296 | 2.0% |
| 0.5527950311 | 295 | 2.0% |
| 0.5465838509 | 292 | 1.9% |
| 0.5714285714 | 286 | 1.9% |
| 0.5838509317 | 285 | 1.9% |
| 0.5403726708 | 281 | 1.9% |
| 0.5279503106 | 279 | 1.9% |
| Other values (128) | 11632 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.08695652174 | 2 | < 0.1% |
| 0.09937888199 | 1 | < 0.1% |
| 0.1118012422 | 2 | < 0.1% |
| 0.1242236025 | 2 | < 0.1% |
| 0.1304347826 | 3 | |
| 0.1366459627 | 1 | < 0.1% |
| 0.1428571429 | 1 | < 0.1% |
| 0.149068323 | 3 | |
| 0.1552795031 | 6 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.9937888199 | 1 | < 0.1% |
| 0.9378881988 | 1 | < 0.1% |
| 0.9254658385 | 2 | < 0.1% |
| 0.9192546584 | 2 | < 0.1% |
| 0.9130434783 | 1 | < 0.1% |
| 0.9068322981 | 1 | < 0.1% |
| 0.900621118 | 5 | |
| 0.8944099379 | 7 | |
| 0.8881987578 | 9 |
pain_level
Real number (ℝ)
Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9926 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1387 |
| Zeros (%) | 9.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.1707857 |
|---|---|
| Coefficient of variation (CV) | 0.63509709 |
| Kurtosis | -1.2229191 |
| Mean | 4.9926 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.00335657 |
| Sum | 74889 |
| Variance | 10.053882 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1387 | |
| 10 | 1383 | |
| 7 | 1380 | |
| 4 | 1379 | |
| 1 | 1377 | |
| 5 | 1371 | |
| 3 | 1364 | |
| 8 | 1357 | |
| 9 | 1349 | |
| 2 | 1339 |
| Value | Count | Frequency (%) |
| 0 | 1387 | |
| 1 | 1377 | |
| 2 | 1339 | |
| 3 | 1364 | |
| 4 | 1379 | |
| 5 | 1371 | |
| 6 | 1314 | |
| 7 | 1380 | |
| 8 | 1357 | |
| 9 | 1349 |
| Value | Count | Frequency (%) |
| 10 | 1383 | |
| 9 | 1349 | |
| 8 | 1357 | |
| 7 | 1380 | |
| 6 | 1314 | |
| 5 | 1371 | |
| 4 | 1379 | |
| 3 | 1364 | |
| 2 | 1339 | |
| 1 | 1377 |
clinical_note
Text
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
Length
| Max length | 57 |
|---|---|
| Median length | 55 |
| Mean length | 41.2404 |
| Min length | 31 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Patient reports feeling severe with a pain level of 8. |
|---|---|
| 2nd row | Complains of severe fatigue and no nausea. |
| 3rd row | Noted elevated stress. Sleep was good. |
| 4th row | No major complaints. Sleep quality: Excellent. |
| 5th row | No major complaints. Sleep quality: Excellent. |
| Value | Count | Frequency (%) |
| sleep | 6029 | 6.1% |
| of | 5985 | 6.0% |
| feeling | 5969 | 6.0% |
| patient | 5969 | 6.0% |
| no | 5430 | 5.5% |
| elevated | 3015 | 3.0% |
| noted | 3015 | 3.0% |
| stress | 3015 | 3.0% |
| was | 3015 | 3.0% |
| quality | 3014 | 3.0% |
| Other values (33) | 54506 |
Most occurring characters
| Value | Count | Frequency (%) |
| 83962 | ||
| e | 78442 | |
| a | 48011 | 7.8% |
| l | 46689 | 7.5% |
| t | 38329 | 6.2% |
| n | 36961 | 6.0% |
| o | 35486 | 5.7% |
| i | 34174 | 5.5% |
| s | 25283 | 4.1% |
| . | 21029 | 3.4% |
| Other values (33) | 170240 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 618606 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 83962 | ||
| e | 78442 | |
| a | 48011 | 7.8% |
| l | 46689 | 7.5% |
| t | 38329 | 6.2% |
| n | 36961 | 6.0% |
| o | 35486 | 5.7% |
| i | 34174 | 5.5% |
| s | 25283 | 4.1% |
| . | 21029 | 3.4% |
| Other values (33) | 170240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 618606 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 83962 | ||
| e | 78442 | |
| a | 48011 | 7.8% |
| l | 46689 | 7.5% |
| t | 38329 | 6.2% |
| n | 36961 | 6.0% |
| o | 35486 | 5.7% |
| i | 34174 | 5.5% |
| s | 25283 | 4.1% |
| . | 21029 | 3.4% |
| Other values (33) | 170240 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 618606 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 83962 | ||
| e | 78442 | |
| a | 48011 | 7.8% |
| l | 46689 | 7.5% |
| t | 38329 | 6.2% |
| n | 36961 | 6.0% |
| o | 35486 | 5.7% |
| i | 34174 | 5.5% |
| s | 25283 | 4.1% |
| . | 21029 | 3.4% |
| Other values (33) | 170240 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12019 | |
| 1 | 2981 | 19.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12019 | |
| 1 | 2981 | 19.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12019 | |
| 1 | 2981 | 19.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12019 | |
| 1 | 2981 | 19.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12019 | |
| 1 | 2981 | 19.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 12019 | |
| 1 | 2981 | 19.9% |
fatigue_level_encoded
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 732.6 KiB |
| 0 | |
|---|---|
| 3 | |
| 1 | |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 3 | 5935 | |
| 1 | 3000 | |
| 2 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 3 | 5935 | |
| 1 | 3000 | |
| 2 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 3 | 5935 | |
| 1 | 3000 | |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 3 | 5935 | |
| 1 | 3000 | |
| 2 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 3 | 5935 | |
| 1 | 3000 | |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 3 | 5935 | |
| 1 | 3000 | |
| 2 | 1 | < 0.1% |
sleep_quality_encoded
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 732.6 KiB |
| 2 | |
|---|---|
| 1 | |
| 0 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 6133 | |
| 1 | 4434 | |
| 0 | 2911 | |
| 3 | 1522 | 10.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 6133 | |
| 1 | 4434 | |
| 0 | 2911 | |
| 3 | 1522 | 10.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 6133 | |
| 1 | 4434 | |
| 0 | 2911 | |
| 3 | 1522 | 10.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6133 | |
| 1 | 4434 | |
| 0 | 2911 | |
| 3 | 1522 | 10.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6133 | |
| 1 | 4434 | |
| 0 | 2911 | |
| 3 | 1522 | 10.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6133 | |
| 1 | 4434 | |
| 0 | 2911 | |
| 3 | 1522 | 10.1% |
clinical_sentiment
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 835.1 KiB |
| POSITIVE | |
|---|---|
| NEGATIVE |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NEGATIVE |
|---|---|
| 2nd row | NEGATIVE |
| 3rd row | POSITIVE |
| 4th row | POSITIVE |
| 5th row | POSITIVE |
Common Values
| Value | Count | Frequency (%) |
| POSITIVE | 8403 | |
| NEGATIVE | 6597 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| positive | 8403 | |
| negative | 6597 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 23403 | |
| E | 21597 | |
| V | 15000 | |
| T | 15000 | |
| O | 8403 | 7.0% |
| P | 8403 | 7.0% |
| S | 8403 | 7.0% |
| N | 6597 | 5.5% |
| G | 6597 | 5.5% |
| A | 6597 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 23403 | |
| E | 21597 | |
| V | 15000 | |
| T | 15000 | |
| O | 8403 | 7.0% |
| P | 8403 | 7.0% |
| S | 8403 | 7.0% |
| N | 6597 | 5.5% |
| G | 6597 | 5.5% |
| A | 6597 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 23403 | |
| E | 21597 | |
| V | 15000 | |
| T | 15000 | |
| O | 8403 | 7.0% |
| P | 8403 | 7.0% |
| S | 8403 | 7.0% |
| N | 6597 | 5.5% |
| G | 6597 | 5.5% |
| A | 6597 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 23403 | |
| E | 21597 | |
| V | 15000 | |
| T | 15000 | |
| O | 8403 | 7.0% |
| P | 8403 | 7.0% |
| S | 8403 | 7.0% |
| N | 6597 | 5.5% |
| G | 6597 | 5.5% |
| A | 6597 | 5.5% |
Interactions
Correlations
| blood_glucose | clinical_sentiment | diastolic_bp | fatigue_level_encoded | heart_rate | nausea_encoded | oxygen_saturation | pain_level | patient_id | sleep_quality_encoded | systolic_bp | temperature | weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| blood_glucose | 1.000 | 0.000 | -0.019 | 0.000 | -0.008 | 0.027 | 0.002 | 0.005 | 0.009 | 0.000 | -0.006 | -0.017 | -0.006 |
| clinical_sentiment | 0.000 | 1.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.010 | 0.026 | 0.245 | 0.010 | 0.000 | 0.014 |
| diastolic_bp | -0.019 | 0.000 | 1.000 | 0.000 | 0.004 | 0.015 | -0.003 | -0.015 | 0.013 | 0.000 | 0.011 | -0.006 | 0.000 |
| fatigue_level_encoded | 0.000 | 0.000 | 0.000 | 1.000 | 0.006 | 0.000 | 0.000 | 0.003 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 |
| heart_rate | -0.008 | 0.010 | 0.004 | 0.006 | 1.000 | 0.020 | 0.009 | -0.007 | -0.001 | 0.000 | 0.005 | -0.003 | 0.003 |
| nausea_encoded | 0.027 | 0.000 | 0.015 | 0.000 | 0.020 | 1.000 | 0.014 | 0.000 | 0.015 | 0.000 | 0.033 | 0.014 | 0.017 |
| oxygen_saturation | 0.002 | 0.000 | -0.003 | 0.000 | 0.009 | 0.014 | 1.000 | 0.010 | -0.015 | 0.000 | -0.007 | 0.002 | 0.006 |
| pain_level | 0.005 | 0.010 | -0.015 | 0.003 | -0.007 | 0.000 | 0.010 | 1.000 | -0.001 | 0.000 | -0.001 | 0.000 | 0.023 |
| patient_id | 0.009 | 0.026 | 0.013 | 0.000 | -0.001 | 0.015 | -0.015 | -0.001 | 1.000 | 0.000 | 0.010 | -0.017 | 0.008 |
| sleep_quality_encoded | 0.000 | 0.245 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| systolic_bp | -0.006 | 0.010 | 0.011 | 0.000 | 0.005 | 0.033 | -0.007 | -0.001 | 0.010 | 0.000 | 1.000 | 0.001 | -0.010 |
| temperature | -0.017 | 0.000 | -0.006 | 0.000 | -0.003 | 0.014 | 0.002 | 0.000 | -0.017 | 0.000 | 0.001 | 1.000 | 0.002 |
| weight | -0.006 | 0.014 | 0.000 | 0.000 | 0.003 | 0.017 | 0.006 | 0.023 | 0.008 | 0.000 | -0.010 | 0.002 | 1.000 |
Missing values
Sample
| patient_id | timestamp | oxygen_saturation | heart_rate | temperature | systolic_bp | diastolic_bp | weight | blood_glucose | pain_level | clinical_note | nausea_encoded | fatigue_level_encoded | sleep_quality_encoded | clinical_sentiment | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2024-03-01 08:00:00 | 0.706422 | 0.684211 | 0.787879 | 0.3750 | 0.763636 | 0.314079 | 0.664596 | 8 | Patient reports feeling severe with a pain level of 8. | 0 | 3 | 1 | NEGATIVE |
| 1 | 1 | 2024-03-02 08:00:00 | 0.440367 | 0.710526 | 0.666667 | 0.5375 | 0.527273 | 0.653430 | 0.546584 | 9 | Complains of severe fatigue and no nausea. | 0 | 3 | 2 | NEGATIVE |
| 2 | 1 | 2024-03-03 08:00:00 | 0.798165 | 0.434211 | 0.606061 | 0.6500 | 0.381818 | 0.617329 | 0.614907 | 3 | Noted elevated stress. Sleep was good. | 1 | 0 | 2 | POSITIVE |
| 3 | 1 | 2024-03-04 09:00:00 | 0.541284 | 0.223684 | 0.606061 | 0.3250 | 0.690909 | 0.523058 | 0.745342 | 10 | No major complaints. Sleep quality: Excellent. | 0 | 1 | 0 | POSITIVE |
| 4 | 1 | 2024-03-05 09:00:00 | 0.394495 | 0.368421 | 0.484848 | 0.4125 | 0.618182 | 0.451264 | 0.565217 | 7 | No major complaints. Sleep quality: Excellent. | 0 | 1 | 0 | POSITIVE |
| 5 | 1 | 2024-03-06 06:00:00 | 0.422018 | 0.592105 | 0.757576 | 0.3875 | 0.490909 | 0.483755 | 0.347826 | 0 | Patient feeling generally well. | 0 | 3 | 0 | POSITIVE |
| 6 | 1 | 2024-03-07 08:00:00 | 0.394495 | 0.315789 | 0.575758 | 0.6000 | 0.309091 | 0.494585 | 0.546584 | 10 | Patient reports feeling severe with a pain level of 10. | 0 | 3 | 2 | NEGATIVE |
| 7 | 1 | 2024-03-08 08:00:00 | 0.577982 | 0.539474 | 0.545719 | 0.5375 | 0.400000 | 0.510830 | 0.621118 | 10 | No major complaints. Sleep quality: Good. | 0 | 3 | 2 | POSITIVE |
| 8 | 1 | 2024-03-09 09:00:00 | 0.422018 | 0.565789 | 0.515152 | 0.5125 | 0.436364 | 0.601083 | 0.496894 | 4 | Complains of severe fatigue and no nausea. | 0 | 3 | 2 | NEGATIVE |
| 9 | 1 | 2024-03-10 07:00:00 | 0.467890 | 0.407895 | 0.636364 | 0.5875 | 0.516925 | 0.562274 | 0.559006 | 4 | Complains of mild fatigue and no nausea. | 0 | 0 | 0 | NEGATIVE |
| patient_id | timestamp | oxygen_saturation | heart_rate | temperature | systolic_bp | diastolic_bp | weight | blood_glucose | pain_level | clinical_note | nausea_encoded | fatigue_level_encoded | sleep_quality_encoded | clinical_sentiment | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14990 | 500 | 2024-03-21 08:00:00 | 0.467890 | 0.473684 | 0.575758 | 0.3875 | 0.516925 | 0.523058 | 0.409938 | 0 | Complains of mild fatigue and no nausea. | 0 | 0 | 2 | NEGATIVE |
| 14991 | 500 | 2024-03-22 09:00:00 | 0.568807 | 0.578947 | 0.636364 | 0.5625 | 0.690909 | 0.432310 | 0.440994 | 0 | Patient reports feeling none with a pain level of 0. | 0 | 3 | 2 | NEGATIVE |
| 14992 | 500 | 2024-03-23 09:00:00 | 0.577982 | 0.434211 | 0.454545 | 0.5125 | 0.418182 | 0.546931 | 0.683230 | 1 | Patient feeling generally well. | 0 | 3 | 2 | POSITIVE |
| 14993 | 500 | 2024-03-24 06:00:00 | 0.449541 | 0.592105 | 0.545455 | 0.6250 | 0.709091 | 0.548736 | 0.565217 | 6 | Patient feeling generally well. | 0 | 1 | 0 | POSITIVE |
| 14994 | 500 | 2024-03-25 08:00:00 | 0.532110 | 0.592105 | 0.515152 | 0.8375 | 0.509091 | 0.545126 | 0.565217 | 7 | Complains of mild fatigue and no nausea. | 0 | 0 | 1 | NEGATIVE |
| 14995 | 500 | 2024-03-26 07:00:00 | 0.330275 | 0.342105 | 0.606061 | 0.4250 | 0.516925 | 0.227437 | 0.751553 | 5 | No major complaints. Sleep quality: Good. | 1 | 0 | 2 | POSITIVE |
| 14996 | 500 | 2024-03-27 10:00:00 | 0.697248 | 0.381579 | 0.757576 | 0.5750 | 0.363636 | 0.523466 | 0.422360 | 0 | Complains of moderate fatigue and no nausea. | 0 | 1 | 0 | NEGATIVE |
| 14997 | 500 | 2024-03-28 08:00:00 | 0.440367 | 0.315789 | 0.787879 | 0.3875 | 0.545455 | 0.464801 | 0.503106 | 4 | Patient reports feeling none with a pain level of 4. | 0 | 3 | 1 | NEGATIVE |
| 14998 | 500 | 2024-03-29 09:00:00 | 0.477064 | 0.492864 | 0.424242 | 0.3625 | 0.527273 | 0.337545 | 0.527950 | 5 | Noted elevated stress. Sleep was good. | 0 | 3 | 2 | POSITIVE |
| 14999 | 500 | 2024-03-30 08:00:00 | 0.403670 | 0.236842 | 0.606061 | 0.5875 | 0.272727 | 0.402527 | 0.503106 | 0 | Noted elevated stress. Sleep was poor. | 0 | 3 | 3 | NEGATIVE |